The Quantum Phase Estimation (QPE) algorithm is a fundamentally important quantum algorithm used to estimate the eigenvalues of a unitary operator. This algorithm is central to many quantum computing applications, including quantum simulations, quantum algorithms for solving linear systems, and applications in quantum algorithms for factoring and searching.